James Swanson in the Wall Street Journal

[Gene C]

Johnson was a pro union democrat in a southern state. His selection was pure politics.
IMO Lincoln was hoping he would be useful in easing the southern states back into the union. While dissapointed at Johnson's behavior at the inauguration,
it appears Lincoln was able to move on, but Johnson seems to have never been a part of Lincoln's inner circle of political friends.